| Contrastive Learning for Weakly Supervised Phrase Grounding | Jun 17, 2020 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| FinBERT: A Pretrained Language Model for Financial Communications | Jun 15, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing | Jun 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MemeSem:A Multi-modal Framework for Sentimental Analysis of Meme via Transfer Learning | Jun 12, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MC-BERT: Efficient Language Pre-Training via a Meta Controller | Jun 10, 2020 | Binary ClassificationCloze Test | CodeCode Available | 1 |
| BERT Loses Patience: Fast and Robust Inference with Early Exit | Jun 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP | May 29, 2020 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Text-to-Text Pre-Training for Data-to-Text Tasks | May 21, 2020 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 1 |
| BERTweet: A pre-trained language model for English Tweets | May 20, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Table Search Using a Deep Contextualized Language Model | May 19, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GPT-too: A language-model-first approach for AMR-to-text generation | May 18, 2020 | AMR-to-Text GenerationData-to-Text Generation | CodeCode Available | 1 |
| MicroNet for Efficient Language Modeling | May 16, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Spelling Error Correction with Soft-Masked BERT | May 15, 2020 | Chinese Spelling Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding | May 13, 2020 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching | May 11, 2020 | End-To-End Dialogue ModellingFew-Shot Learning | CodeCode Available | 1 |
| Enabling Language Models to Fill in the Blanks | May 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Finding Universal Grammatical Relations in Multilingual BERT | May 9, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context | May 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Systematic Assessment of Syntactic Generalization in Neural Language Models | May 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction | May 4, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction | May 3, 2020 | DecoderGrammatical Error Correction | CodeCode Available | 1 |
| On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation | May 3, 2020 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| UnifiedQA: Crossing Format Boundaries With a Single QA System | May 2, 2020 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 1 |
| BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA | May 2, 2020 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| On Faithfulness and Factuality in Abstractive Summarization | May 2, 2020 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering | May 2, 2020 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Exploring and Predicting Transferability across NLP Tasks | May 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Synthesizer: Rethinking Self-Attention in Transformer Models | May 2, 2020 | Abstractive Text SummarizationDialogue Generation | CodeCode Available | 1 |
| A Simple Language Model for Task-Oriented Dialogue | May 2, 2020 | Dialogue State TrackingEnd-To-End Dialogue Modelling | CodeCode Available | 1 |
| SiBert: Enhanced Chinese Pre-trained Language Model with Sentence Insertion | May 1, 2020 | Cloze TestLanguage Modeling | CodeCode Available | 1 |
| Offensive language detection in Arabic using ULMFiT | May 1, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Permutation Equivariant Models for Compositional Generalization in Language | May 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training | May 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ThaiLMCut: Unsupervised Pretraining for Thai Word Segmentation | May 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language Model Prior for Low-Resource Neural Machine Translation | Apr 30, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Modelling Suspense in Short Stories as Uncertainty Reduction over Neural Representation | Apr 30, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AMPERSAND: Argument Mining for PERSuAsive oNline Discussions | Apr 30, 2020 | Argument MiningLanguage Modeling | CodeCode Available | 1 |
| Segatron: Segment-Aware Transformer for Language Modeling and Understanding | Apr 30, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Aspect-Controlled Neural Argument Generation | Apr 30, 2020 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Analysing Lexical Semantic Change with Contextualised Word Representations | Apr 29, 2020 | Contextualised Word RepresentationsLanguage Modeling | CodeCode Available | 1 |
| Meta-Transfer Learning for Code-Switched Speech Recognition | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Empower Entity Set Expansion via Language Model Probing | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GePpeTto Carves Italian into a Language Model | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis | Apr 28, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection | Apr 28, 2020 | Abuse DetectionLanguage Modeling | CodeCode Available | 1 |
| A Batch Normalized Inference Network Keeps the KL Vanishing Away | Apr 27, 2020 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 |
| Lite Transformer with Long-Short Range Attention | Apr 24, 2020 | Abstractive Text SummarizationAutoML | CodeCode Available | 1 |
| Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order | Apr 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering | Apr 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Residual Energy-Based Models for Text Generation | Apr 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |